Evidence map›Paper›PMID 29360822›Full record

ArticlePloS one2018

ViroFind: A novel target-enrichment deep-sequencing platform reveals a complex JC virus population in the brain of PML patients.

Spyros Chalkias, Joshua M Gorham, Erica Mazaika, Michael Parfenov, Xin Dang, Steve DePalma, David McKean, Christine E Seidman, Jonathan G Seidman, Igor J Koralnik

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
1.9field-weighted citation impact, top 11% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 37 citations in OpenAlex.

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  15. Viral genomics in Ebola virus research.Nature reviews. Microbiology · 2020
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 1 country.

Spyros ChalkiasDivision of NeuroImmunology, Center for Virology and Vaccine Research, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America.ORCID 0000-0002-6254-1158
Joshua M GorhamDepartment of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
Erica MazaikaDepartment of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
Michael ParfenovDepartment of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
Xin DangDivision of NeuroImmunology, Center for Virology and Vaccine Research, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America.
Steve DePalmaDepartment of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
David McKeanDepartment of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
Christine E SeidmanDepartment of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
Jonathan G SeidmanDepartment of Genetics, Harvard Medical School, Boston, Massachusetts, United States of America.
Igor J KoralnikDivision of NeuroImmunology, Center for Virology and Vaccine Research, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America.
Harvard University · USRush University Medical Center · USBeth Israel Deaconess Medical Center · US

Funding

NHLBI Pediatric Translational Consortium Administrative Coordinating CenterU01HL098188 · NHLBI · NEW ENGLAND RESEARCH INSTITUTES, INC. · PI HAMZA, TAYE, MILLER, JULIE ELAINE · 2009 to 2015
$41.3M
Genomic Effects on Right Ventricular Function, Clinical Features and Outcomes in CHDU01HL098147 · NHLBI · BOSTON CHILDREN'S HOSPITAL · PI NEWBURGER, JANE W., ROBERTS, AMY E · 2009 to 2024
$6.7M
Role of Inflammation in Progressive Multifocal LeukoencephalopathyR01NS047029 · NINDS · RUSH UNIVERSITY MEDICAL CENTER · PI KORALNIK, IGOR J. · 2004 to 2018
$6.4M
Genetic determinants of human heterotaxy and aortic arch malformationU01HL098162 · NHLBI · YALE UNIVERSITY · PI BRUECKNER, MARTINA, GRUBER, PETER J · 2009 to 2024
$5.9M
The Genetic Basis of Conotruncal DefectsU01HL098153 · NHLBI · CHILDREN'S HOSP OF PHILADELPHIA · PI GOLDMUNTZ, ELIZABETH · 2009 to 2014
$4.3M
Genomic studies of secundum atrial septal defectsU01HL098123 · NHLBI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI GELB, BRUCE D · 2009 to 2014
$4.1M
Molecular approaches to gene identification in congenital heart diseaseU01HL098163 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CHUNG, WENDY K, WARBURTON, DOROTHY P. · 2009 to 2014
$3.9M
Pathogenesis of a JC Virus Variant in Pyramidal NeuronsR01NS074995 · NINDS · RUSH UNIVERSITY MEDICAL CENTER · PI KORALNIK, IGOR J. · 2012 to 2016
$1.8M
Cellular auto-immune mechanisms of narcolepsyR21NS099787 · NINDS · RUSH UNIVERSITY MEDICAL CENTER · PI KORALNIK, IGOR J. · 2016 to 2017
$475k
NHLBI NIH HHS U01 HL098123NHLBI NIH HHS U01 HL098147NHLBI NIH HHS U01 HL098153NHLBI NIH HHS U01 HL098162NHLBI NIH HHS U01 HL098163NHLBI NIH HHS U01 HL098188NIH HHS U01-HL098123NIH HHS U01-HL098147NIH HHS U01-HL098153NIH HHS U01-HL098162NIH HHS U01-HL098163NIH HHS U01-HL098188NINDS NIH HHS R01 NS047029NINDS NIH HHS R01 NS074995NINDS NIH HHS R21 NS099787
6 · The paper itself

Abstract

Deep nucleotide sequencing enables the unbiased, broad-spectrum detection of viruses in clinical samples without requiring an a priori hypothesis for the source of infection. However, its use in clinical research applications is limited by low cost-effectiveness given that most of the sequencing information from clinical samples is related to the human genome, which renders the analysis of viral genomes challenging. To overcome this limitation we developed ViroFind, an in-solution target-enrichment platform for virus detection and discovery in clinical samples. ViroFind comprises 165,433 viral probes that cover the genomes of 535 selected DNA and RNA viruses that infect humans or could cause zoonosis. The ViroFind probes are used in a hybridization reaction to enrich viral sequences and therefore enhance the detection of viral genomes via deep sequencing. We used ViroFind to detect and analyze all viral populations in the brain of 5 patients with progressive multifocal leukoencephalopathy (PML) and of 18 control subjects with no known neurological disease. Compared to direct deep sequencing, by using ViroFind we enriched viral sequences present in the clinical samples up to 127-fold. We discovered highly complex polyoma virus JC populations in the PML brain samples with a remarkable degree of genetic divergence among the JC virus variants of each PML brain sample. Specifically for the viral capsid protein VP1 gene, we identified 24 single nucleotide substitutions, 12 of which were associated with amino acid changes. The most frequent (4 of 5 samples, 80%) amino acid change was D66H, which is associated with enhanced tissue tropism, and hence likely a viral fitness advantage, compared to other variants. Lastly, we also detected sparse JC virus sequences in 10 of 18 (55.5%) of control samples and sparse human herpes virus 6B (HHV6B) sequences in the brain of 11 of 18 (61.1%) control subjects. In sum, ViroFind enabled the in-depth analysis of all viral genomes in PML and control brain samples and allowed us to demonstrate a high degree of JC virus genetic divergence in vivo that has been previously underappreciated. ViroFind can be used to investigate the structure of the virome with unprecedented depth in health and disease state.

Indexed as

BrainGenes, ViralHigh-Throughput Nucleotide SequencingHumansJC VirusLeukoencephalopathy, Progressive Multifocal

Identifiers

PMID29360822
PMCPMC5779639
OpenAlexW2793142207

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.